Table 4 Precision scores of optimized machine learning predictors on the validation dataset of antiviral-HPV protein interaction pairs.

From: Machine learning prediction of antiviral-HPV protein interactions for anti-HPV pharmacotherapy

Predictor

SVM

Logistic regression

KNN

Naïve Bayes

Random Forest

AdaBoost

Precision Score

0.80a

0.50

0.85a

0.65

0.68

0.75

  1. aMetrics of optimized SVM and KNN used for predicting antiviral-HPV protein interaction are available at Supplementary Table S4.
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